铁凋亡相关基因的多转录组学分析揭示了CAFs外显体COX4I2是骨肉瘤的新治疗靶点。

IF 4.6 2区 生物学 Q2 CELL BIOLOGY
Frontiers in Cell and Developmental Biology Pub Date : 2025-09-04 eCollection Date: 2025-01-01 DOI:10.3389/fcell.2025.1620648
Xiaoying Niu, Xinxin Zhang, Zhongyi Li, Wen Tian
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引用次数: 0

摘要

背景:骨肉瘤是一种原发性恶性肿瘤,在儿童和青少年中具有高发病率和复发率的特点。铁下垂是一种铁依赖性的细胞死亡形式,最近被认为是癌症治疗中的潜在治疗脆弱性。然而,其在骨肉瘤中的预后意义和潜在的调节机制在很大程度上仍未被探索。材料和方法:我们使用LASSO回归构建了基于12个铁衰相关基因的预后模型,并在独立的GEO队列(GSE21257和GSE39055)中进行了验证。我们通过机器学习算法(SVM, RF, XGBoost, BORUTA)和单细胞RNA测序来识别中心基因。采用Western blot、共聚焦显微镜和透射电子显微镜评估COX4I2蛋白从CAFs到143B骨肉瘤细胞的外体转移。体外评估铁下垂指标,包括Fe2+、MDA、ACSL4和ROS水平。我们在裸鼠体内进行了致瘤性实验以验证其生物学功能。结果:基于铁中毒的风险模型表现出良好的预后表现。我们发现COX4I2是一种基质枢纽基因,在癌症相关成纤维细胞(CAFs)中高度富集。功能实验表明,外泌体介导的COX4I2递送抑制骨肉瘤细胞的铁凋亡,增强细胞增殖和线粒体完整性。体内研究进一步表明,外泌体过表达COX4I2可显著促进肿瘤生长,同时抑制铁下垂。结论:这些发现强调了外显体COX4I2作为骨肉瘤中基于铁中毒干预的生物标志物和治疗靶点的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-transcriptomics analysis of ferroptosis related genes reveals CAFs exosomal COX4I2 as a novel therapeutic target in osteosarcoma.

Background: Osteosarcoma is a primary malignant tumor, characterized by its high incidence and recurrence rate in children and adolescents. Ferroptosis, an iron-dependent form of regulated cell death, has recently been recognized as a potential therapeutic vulnerability in cancer treatment. However, its prognostic significance and underlying regulatory mechanisms in osteosarcoma remain largely unexplored.

Materials and methods: We constructed a prognostic model based on 12 ferroptosis-related genes using LASSO regression and validated across independent GEO cohorts (GSE21257 and GSE39055). We identified hub genes via machine learning algorithms (SVM, RF, XGBoost, BORUTA) and single-cell RNA sequencing. The exosomal transfer of COX4I2 protein from CAFs to 143B osteosarcoma cells was evaluated by Western blot, confocal microscopy, and transmission electron microscopy. Ferroptosis indicators, including Fe2+, MDA, ACSL4, and ROS levels, were assessed in vitro. We performed tumorigenicity assays in vivo in nude mice to validate biological function.

Results: The ferroptosis-based risk model exhibited robust prognostic performance. We identified COX4I2 as a stromal hub gene, highly enriched in cancer-associated fibroblasts (CAFs). Functional experiments demonstrated that exosome-mediated delivery of COX4I2 suppressed ferroptosis in osteosarcoma cells and enhancd cell proliferation and mitochondrial integrity. Studies in vivo further revealed that overexpression of exosomal COX4I2 markedly promoted tumor growth while inhibiting ferroptosis.

Conclusion: These findings underscore the potential of exosomal COX4I2 as a biomarker and therapeutic target for ferroptosis-based interventions in osteosarcoma.

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来源期刊
Frontiers in Cell and Developmental Biology
Frontiers in Cell and Developmental Biology Biochemistry, Genetics and Molecular Biology-Cell Biology
CiteScore
9.70
自引率
3.60%
发文量
2531
审稿时长
12 weeks
期刊介绍: Frontiers in Cell and Developmental Biology is a broad-scope, interdisciplinary open-access journal, focusing on the fundamental processes of life, led by Prof Amanda Fisher and supported by a geographically diverse, high-quality editorial board. The journal welcomes submissions on a wide spectrum of cell and developmental biology, covering intracellular and extracellular dynamics, with sections focusing on signaling, adhesion, migration, cell death and survival and membrane trafficking. Additionally, the journal offers sections dedicated to the cutting edge of fundamental and translational research in molecular medicine and stem cell biology. With a collaborative, rigorous and transparent peer-review, the journal produces the highest scientific quality in both fundamental and applied research, and advanced article level metrics measure the real-time impact and influence of each publication.
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